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- _BASE_: [
- 'faster_rcnn_r50_fpn_1x_coco.yml',
- ]
- pretrain_weights: https://paddledet.bj.bcebos.com/models/pretrained/ResNet50_vd_pretrained.pdparams
- weights: output/faster_rcnn_r50_vd_fpn_2x_coco/model_final
- ResNet:
- # index 0 stands for res2
- depth: 50
- variant: d
- norm_type: bn
- freeze_at: 0
- return_idx: [0,1,2,3]
- num_stages: 4
- epoch: 24
- LearningRate:
- base_lr: 0.01
- schedulers:
- - !PiecewiseDecay
- gamma: 0.1
- milestones: [16, 22]
- - !LinearWarmup
- start_factor: 0.1
- steps: 1000
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